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Algorithms

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Microsoft Research Blog

Microsoft researchers enable secure data exchange in the cloud

August 9, 2016

By John Roach, Writer, Microsoft Research In the future, machine learning algorithms may examine our genomes to determine our susceptibility to maladies such as heart disease and cancer. Between now and then, computer scientists need…

Ran Gilad-Bachrach & Jeannette M. Wing on stage

Video

Compiler Optimizations for Graph Algorithms on GPUs

August 9, 2016 | Sreepathi Pai

Graphics Processing Units (GPUs) are an attractive target for graph algorithms because they support massively parallel execution and possess much higher memory bandwidths than CPUs and FPGAs. However, graph programs are also highly irregular and…

Publication

Inference Remapping for Vehicular Analytics

Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar

MSR-TR-2016-1136 | August 2016

Published by Microsoft

Publication

Node Overlap Removal by Growing a Tree

Lev Nachmanson, Arlind Nocaj, Sergey Bereg, Alexander E. Holroyd

August 2016

Publication

Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.

Himanshu Jain, Yashoteja Prabhu, Manik Varma

ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2016

Publication

Synthesis of Recurrent Neural Networks for Dynamical System Simulation

Adam Trischler, Gabriele MT D'Eleuterio

Neural Networks | August 2016, Vol 80

Publication

Video Compression and Its Role in the History of Television

Glenn Reitmeier, Gary J. Sullivan

Smpte Motion Imaging Journal | July 2016, Vol 125(6): pp. 60-74

Publication

First Efficient Convergence for Streaming k-PCA: a Global, Gap-Free, and Near-Optimal Rate

Zeyuan Allen-Zhu, Yuanzhi Li

July 2016

Publication

Bayesian Exploration: Incentivizing Exploration in Bayesian Games

Yishay Mansour, Aleksandrs Slivkins, Vasilis Syrgkanis, Zhiwei Steven Wu

EC ’16 Proceedings of the 2016 ACM Conference on Economics and Computation | July 2016

Publication

Polylogarithmic-Time Leader Election in Population Protocols

Dan Alistarh, Rati Gelashvili

July 2016

Accepted to ICALP, track C.

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